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Medical Image Analysis

Papers

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Showing 851–900 of 1360 papers

TitleStatusHype
PL-Net: Progressive Learning Network for Medical Image Segmentation—0
Patch vs. Global Image-Based Unsupervised Anomaly Detection in MR Brain Scans of Early Parkinsonian Patients—0
MEDUSA: Multi-scale Encoder-Decoder Self-Attention Deep Neural Network Architecture for Medical Image Analysis—0
Moment evolution equations and moment matching for stochastic image EPDiff—0
Transferability Estimation for Semantic Segmentation Task—0
AutoMO-Mixer: An automated multi-objective multi-layer perspecton Mixer model for medical image based diagnosis—0
A2B-GAN: Utilizing Unannotated Anomalous Images for Anomaly Detection in Medical Image Analysis—0
Self-Supervised Learning for 3D Medical Image Analysis using 3D SimCLR and Monte Carlo Dropout—0
Unsupervised Diffeomorphic Surface Registration and Non-Linear Modelling—0
Improving Tuberculosis (TB) Prediction using Synthetically Generated Computed Tomography (CT) ImagesCode0
A Quantitative Comparison of Epistemic Uncertainty Maps Applied to Multi-Class Segmentation—0
Deep Anomaly Generation: An Image Translation Approach of Synthesizing Abnormal Banded Chromosome ImagesCode1
Domain Composition and Attention for Unseen-Domain Generalizable Medical Image SegmentationCode1
Asymmetric 3D Context Fusion for Universal Lesion DetectionCode0
Transformer-Unet: Raw Image Processing with Unet—0
SSEGEP: Small SEGment Emphasized Performance evaluation metric for medical image segmentation—0
Self-supervised Pseudo Multi-class Pre-training for Unsupervised Anomaly Detection and Segmentation in Medical ImagesCode1
Automatic Foot Ulcer Segmentation Using an Ensemble of Convolutional Neural NetworksCode1
Studying the Effects of Self-Attention for Medical Image Analysis—0
TransforMesh: A Transformer Network for Longitudinal modeling of Anatomical Meshes—0
Medical Image Segmentation with 3D Convolutional Neural Networks: A Survey—0
A New Bidirectional Unsupervised Domain Adaptation Segmentation Framework—0
SimCVD: Simple Contrastive Voxel-Wise Representation Distillation for Semi-Supervised Medical Image Segmentation—0
A Systematic Benchmarking Analysis of Transfer Learning for Medical Image AnalysisCode1
Learning to Rearrange Voxels in Binary Segmentation Masks for Smooth Manifold TriangulationCode0
Meta-repository of screening mammography classifiersCode1
Known Operator Learning and Hybrid Machine Learning in Medical Imaging --- A Review of the Past, the Present, and the Future—0
NODEO: A Neural Ordinary Differential Equation Based Optimization Framework for Deformable Image Registration—0
Uncertainty-Based Dynamic Graph Neighborhoods For Medical SegmentationCode0
Image Augmentation Using a Task Guided Generative Adversarial Network for Age Estimation on Brain MRICode0
Adaptable image quality assessment using meta-reinforcement learning of task amenability—0
Margin-Aware Intra-Class Novelty Identification for Medical ImagesCode0
Can non-specialists provide high quality gold standard labels in challenging modalities?—0
Realistic Ultrasound Image Synthesis for Improved Classification of Liver Disease—0
Reconstructing Images of Two Adjacent Objects through Scattering Medium Using Generative Adversarial Network—0
Crosslink-Net: Double-branch Encoder Segmentation Network via Fusing Vertical and Horizontal ConvolutionsCode0
Deep Learning Based Cardiac MRI Segmentation: Do We Need Experts?—0
Explainable artificial intelligence (XAI) in deep learning-based medical image analysis—0
Superpixel-guided Iterative Learning from Noisy Labels for Medical Image SegmentationCode1
TumorCP: A Simple but Effective Object-Level Data Augmentation for Tumor SegmentationCode1
An Automatic Nuclei Image Segmentation Based on Multi-Scale Split-Attention U-NetCode0
Towards Privacy-preserving Explanations in Medical Image Analysis—0
Compound Figure Separation of Biomedical Images with Side LossCode0
Transductive image segmentation: Self-training and effect of uncertainty estimation—0
Out of Distribution Detection and Adversarial Attacks on Deep Neural Networks for Robust Medical Image Analysis—0
AGD-Autoencoder: Attention Gated Deep Convolutional Autoencoder for Brain Tumor SegmentationCode0
Supervised Segmentation with Domain Adaptation for Small Sampled Orbital CT Images—0
A Systematic Collection of Medical Image Datasets for Deep LearningCode1
Estimating MRI Image Quality via Image Reconstruction Uncertainty—0
Learning Calibrated Medical Image Segmentation via Multi-Rater Agreement ModelingCode1
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